Delete config.json
Browse files- config.json +0 -214
config.json
DELETED
|
@@ -1,214 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"model_type": "unet",
|
| 3 |
-
"model_config": {
|
| 4 |
-
"encoder": {
|
| 5 |
-
"type": "resnet18",
|
| 6 |
-
"pretrained": true
|
| 7 |
-
},
|
| 8 |
-
"decoder": {
|
| 9 |
-
"type": "unet",
|
| 10 |
-
"num_classes": 104
|
| 11 |
-
}
|
| 12 |
-
},
|
| 13 |
-
"norm_cfg": {
|
| 14 |
-
"type": "SyncBN",
|
| 15 |
-
"requires_grad": true
|
| 16 |
-
},
|
| 17 |
-
"model": {
|
| 18 |
-
"type": "EncoderDecoder",
|
| 19 |
-
"pretrained": "pretrained/swin_small_patch4_window7_224.pth",
|
| 20 |
-
"backbone": {
|
| 21 |
-
"type": "SwinTransformer",
|
| 22 |
-
"embed_dim": 96,
|
| 23 |
-
"depths": [2, 2, 18, 2],
|
| 24 |
-
"num_heads": [3, 6, 12, 24],
|
| 25 |
-
"window_size": 7,
|
| 26 |
-
"mlp_ratio": 4.0,
|
| 27 |
-
"qkv_bias": true,
|
| 28 |
-
"qk_scale": null,
|
| 29 |
-
"drop_rate": 0.0,
|
| 30 |
-
"attn_drop_rate": 0.0,
|
| 31 |
-
"drop_path_rate": 0.3,
|
| 32 |
-
"ape": false,
|
| 33 |
-
"patch_norm": true,
|
| 34 |
-
"out_indices": [0, 1, 2, 3],
|
| 35 |
-
"use_checkpoint": false
|
| 36 |
-
},
|
| 37 |
-
"decode_head": {
|
| 38 |
-
"type": "UPerHead",
|
| 39 |
-
"in_channels": [96, 192, 384, 768],
|
| 40 |
-
"in_index": [0, 1, 2, 3],
|
| 41 |
-
"pool_scales": [1, 2, 3, 6],
|
| 42 |
-
"channels": 512,
|
| 43 |
-
"dropout_ratio": 0.1,
|
| 44 |
-
"num_classes": 104,
|
| 45 |
-
"norm_cfg": {
|
| 46 |
-
"type": "SyncBN",
|
| 47 |
-
"requires_grad": true
|
| 48 |
-
},
|
| 49 |
-
"align_corners": false,
|
| 50 |
-
"loss_decode": {
|
| 51 |
-
"type": "CrossEntropyLoss",
|
| 52 |
-
"use_sigmoid": false,
|
| 53 |
-
"loss_weight": 1.0
|
| 54 |
-
}
|
| 55 |
-
},
|
| 56 |
-
"auxiliary_head": {
|
| 57 |
-
"type": "FCNHead",
|
| 58 |
-
"in_channels": 384,
|
| 59 |
-
"in_index": 2,
|
| 60 |
-
"channels": 256,
|
| 61 |
-
"num_convs": 1,
|
| 62 |
-
"concat_input": false,
|
| 63 |
-
"dropout_ratio": 0.1,
|
| 64 |
-
"num_classes": 104,
|
| 65 |
-
"norm_cfg": {
|
| 66 |
-
"type": "SyncBN",
|
| 67 |
-
"requires_grad": true
|
| 68 |
-
},
|
| 69 |
-
"align_corners": false,
|
| 70 |
-
"loss_decode": {
|
| 71 |
-
"type": "CrossEntropyLoss",
|
| 72 |
-
"use_sigmoid": false,
|
| 73 |
-
"loss_weight": 0.4
|
| 74 |
-
}
|
| 75 |
-
},
|
| 76 |
-
"train_cfg": {},
|
| 77 |
-
"test_cfg": {
|
| 78 |
-
"mode": "whole"
|
| 79 |
-
}
|
| 80 |
-
},
|
| 81 |
-
"dataset_type": "CustomDataset",
|
| 82 |
-
"data_root": "./data/FoodSeg103/Images/",
|
| 83 |
-
"img_norm_cfg": {
|
| 84 |
-
"mean": [123.675, 116.28, 103.53],
|
| 85 |
-
"std": [58.395, 57.12, 57.375],
|
| 86 |
-
"to_rgb": true
|
| 87 |
-
},
|
| 88 |
-
"crop_size": [512, 1024],
|
| 89 |
-
"train_pipeline": [
|
| 90 |
-
{
|
| 91 |
-
"type": "LoadImageFromFile"
|
| 92 |
-
},
|
| 93 |
-
{
|
| 94 |
-
"type": "LoadAnnotations"
|
| 95 |
-
},
|
| 96 |
-
{
|
| 97 |
-
"type": "Resize",
|
| 98 |
-
"img_scale": [2048, 1024],
|
| 99 |
-
"ratio_range": [0.5, 2.0]
|
| 100 |
-
},
|
| 101 |
-
{
|
| 102 |
-
"type": "RandomCrop",
|
| 103 |
-
"crop_size": [512, 1024],
|
| 104 |
-
"cat_max_ratio": 0.75
|
| 105 |
-
},
|
| 106 |
-
{
|
| 107 |
-
"type": "RandomFlip",
|
| 108 |
-
"prob": 0.5
|
| 109 |
-
},
|
| 110 |
-
{
|
| 111 |
-
"type": "PhotoMetricDistortion"
|
| 112 |
-
},
|
| 113 |
-
{
|
| 114 |
-
"type": "Normalize",
|
| 115 |
-
"mean": [123.675, 116.28, 103.53],
|
| 116 |
-
"std": [58.395, 57.12, 57.375],
|
| 117 |
-
"to_rgb": true
|
| 118 |
-
},
|
| 119 |
-
{
|
| 120 |
-
"type": "Pad",
|
| 121 |
-
"size": [512, 1024],
|
| 122 |
-
"pad_val": 0,
|
| 123 |
-
"seg_pad_val": 255
|
| 124 |
-
},
|
| 125 |
-
{
|
| 126 |
-
"type": "DefaultFormatBundle"
|
| 127 |
-
},
|
| 128 |
-
{
|
| 129 |
-
"type": "Collect",
|
| 130 |
-
"keys": ["img", "gt_semantic_seg"]
|
| 131 |
-
}
|
| 132 |
-
],
|
| 133 |
-
"test_pipeline": [
|
| 134 |
-
{
|
| 135 |
-
"type": "LoadImageFromFile"
|
| 136 |
-
},
|
| 137 |
-
{
|
| 138 |
-
"type": "MultiScaleFlipAug",
|
| 139 |
-
"img_scale": [2048, 1024],
|
| 140 |
-
"flip": false,
|
| 141 |
-
"transforms": [
|
| 142 |
-
{
|
| 143 |
-
"type": "Resize",
|
| 144 |
-
"keep_ratio": true
|
| 145 |
-
},
|
| 146 |
-
{
|
| 147 |
-
"type": "RandomFlip"
|
| 148 |
-
},
|
| 149 |
-
{
|
| 150 |
-
"type": "Normalize",
|
| 151 |
-
"mean": [123.675, 116.28, 103.53],
|
| 152 |
-
"std": [58.395, 57.12, 57.375],
|
| 153 |
-
"to_rgb": true
|
| 154 |
-
},
|
| 155 |
-
{
|
| 156 |
-
"type": "ImageToTensor",
|
| 157 |
-
"keys": ["img"]
|
| 158 |
-
},
|
| 159 |
-
{
|
| 160 |
-
"type": "Collect",
|
| 161 |
-
"keys": ["img"]
|
| 162 |
-
}
|
| 163 |
-
]
|
| 164 |
-
}
|
| 165 |
-
],
|
| 166 |
-
"data": {
|
| 167 |
-
"samples_per_gpu": 2,
|
| 168 |
-
"workers_per_gpu": 2,
|
| 169 |
-
"train": {
|
| 170 |
-
"type": "CustomDataset",
|
| 171 |
-
"data_root": "./data/FoodSeg103/Images/",
|
| 172 |
-
"img_dir": "img_dir/train",
|
| 173 |
-
"ann_dir": "ann_dir/train",
|
| 174 |
-
"pipeline": [
|
| 175 |
-
{
|
| 176 |
-
"type": "LoadImageFromFile"
|
| 177 |
-
},
|
| 178 |
-
{
|
| 179 |
-
"type": "LoadAnnotations"
|
| 180 |
-
},
|
| 181 |
-
{
|
| 182 |
-
"type": "Resize",
|
| 183 |
-
"img_scale": [2048, 1024],
|
| 184 |
-
"ratio_range": [0.5, 2.0]
|
| 185 |
-
},
|
| 186 |
-
{
|
| 187 |
-
"type": "RandomCrop",
|
| 188 |
-
"crop_size": [512, 1024],
|
| 189 |
-
"cat_max_ratio": 0.75
|
| 190 |
-
},
|
| 191 |
-
{
|
| 192 |
-
"type": "RandomFlip",
|
| 193 |
-
"prob": 0.5
|
| 194 |
-
},
|
| 195 |
-
{
|
| 196 |
-
"type": "PhotoMetricDistortion"
|
| 197 |
-
},
|
| 198 |
-
{
|
| 199 |
-
"type": "Normalize",
|
| 200 |
-
"mean": [123.675, 116.28, 103.53],
|
| 201 |
-
"std": [58.395, 57.12, 57.375],
|
| 202 |
-
"to_rgb": true
|
| 203 |
-
},
|
| 204 |
-
{
|
| 205 |
-
"type": "Pad",
|
| 206 |
-
"size": [512, 1024],
|
| 207 |
-
"pad_val": 0,
|
| 208 |
-
"seg_pad_val": 255
|
| 209 |
-
},
|
| 210 |
-
{
|
| 211 |
-
"type": "DefaultFormatBundle"
|
| 212 |
-
},
|
| 213 |
-
{
|
| 214 |
-
"type": "Collect",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|